Siraj Raval
The ability to write implementations of machine learning algorithms in pure C allows developers to very efficiently manage memory allocation, concurrency, and control flow. That means fast implementations that can outperform preexisting models in other languages, including even (gasp) Python. It’s a useful skill to know and in this live stream I’ll use C and C-based Python tools like Cython + spaCy to develop some really fast natural language processing algorithms for text data. We’ll be able to tokenize, tag, normalize, vectorize, and dependency parse articles of text to derive valuable insights. No installation necessary, we’ll do this together using Google Colab in the browser. Join me, there’s a lot to cover here!
Code for this video:
https://github.com/llSourcell/c_programming_for_machine_learning
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This video is apart of my Machine Learning Journey course:
https://github.com/llSourcell/Machine_Learning_Journey
More learning resources:
https://pydata.org/berlin2016/schedule/presentation/51/
https://smerity.com/articles/2018/cython_for_high_and_low.html
https://explosion.ai/blog/writing-c-in-cython
https://spacy.io/api/cython
https://medium.com/huggingface/100-times-faster-natural-language-processing-in-python-ee32033bdced
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Interesting! Also can you make a video on Google dopamine that was released a week ago?? Will be definitely helpful!!
Having seen a lot of code, which code fascinates you the most and why?
I don't get anything?
What I gotta do to learn these stuff
Btw can you make a video for beginners?
How do I get notified for future live streams like this?
How much better is using c++ than python with c (cython)
The chat is so distracting!
@SirajRaval I need to make time to watch more of your videos. This would have helped me a lot when I was trying to make a text sentiment classifier using tensorflow and RNNs. I think I'm going to do a whole load of research then I'll have another go.
Hello
Hello
easily the best channel on youtube. both hilarious and educational
Of all sad words of tongue or pen, the saddest are these: "not every programmer knows C."
The compile issue when he copied & pasted the code from Github was sizeOf => sizeof for those manually following along
you should have told it static and dynamic typing
cython doesn't look that much c
Hey Siraj and mates,
Check this toolkit for AI we recently created: https://www.aiatlas.org
We aim to provide in one site the most popular tools for AI to transmit and develop knowledge at the core of the Fourth Industrial Revolution.
Thanks and send your recommendations!
hi
wrg, not want to worry about anyx, no worry for such or anyx, do things not worry things. also no wantx about that, ts just a toolx, nonerx
thank you for c programming video (on my face?)
you should take live sessions for us raval
Java isn't the same anymore. Java8 and Java9 changed the game big time. Most of the times you don't even need loops and structs anymore as you are able to define logical structures in logical sequences (e.g. lambda expressions in combination with streams)
Nice
Can you introduce nuitka and cython –embed?
Siraj Rivala explain it really good. 5/5
Why most of soyboiz using Python and/or JS?
Interesting phenomenon
cython sounds so gay
PYBLOAT